Hi, I’m Win

Research scientist and engineer building machine-learning systems for scientific discovery. I design models, data pipelines, scientific software, and real-time systems interfacing with experimental hardware. My work spans neuroscience, drug discovery, and agentic systems that learn through interaction.

I lead open-source development and help research teams turn complex methods into working tools.

Outside work, I make art and pursue side projects. See my art and writing.

Model Machine learning Deep learning Statistics
Build Scientific software Data pipelines Distributed computing
Integrate Real-time inference Agentic systems Experimental design
Portrait of Winthrop Gillis